Task 5531657
| Name | ParityMachine-1624823780-20172-1_0 |
| Workunit | 3385204 |
| Created | 29 Jun 2021, 11:53:45 UTC |
| Sent | 4 Jul 2021, 8:36:36 UTC |
| Report deadline | 11 Jul 2021, 8:36:36 UTC |
| Received | 4 Jul 2021, 13:33:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7283 |
| Run time | 1 hours 3 min 29 sec |
| CPU time | 1 hours 3 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.27 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.41 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 5:16:29 main:574] : INFO : Epoch 1542 | loss: 0.0311827 | val_loss: 0.0311828 | Time: 1749 ms [2021-07-04 15:16:31 main:574] : INFO : Epoch 1543 | loss: 0.0311824 | val_loss: 0.0311817 | Time: 1754.12 ms [2021-07-04 15:16:33 main:574] : INFO : Epoch 1544 | loss: 0.0311808 | val_loss: 0.0311813 | Time: 1761.42 ms [2021-07-04 15:16:34 main:574] : INFO : Epoch 1545 | loss: 0.0311804 | val_loss: 0.0311823 | Time: 1725.68 ms [2021-07-04 15:16:36 main:574] : INFO : Epoch 1546 | loss: 0.031181 | val_loss: 0.0311826 | Time: 1680.19 ms [2021-07-04 15:16:38 main:574] : INFO : Epoch 1547 | loss: 0.0311827 | val_loss: 0.0311806 | Time: 1710.85 ms [2021-07-04 15:16:39 main:574] : INFO : Epoch 1548 | loss: 0.0311802 | val_loss: 0.0311796 | Time: 1728.39 ms [2021-07-04 15:16:41 main:574] : INFO : Epoch 1549 | loss: 0.0311786 | val_loss: 0.03118 | Time: 1704.69 ms [2021-07-04 15:16:43 main:574] : INFO : Epoch 1550 | loss: 0.0311779 | val_loss: 0.0311838 | Time: 1714.68 ms [2021-07-04 15:16:45 main:574] : INFO : Epoch 1551 | loss: 0.0311788 | val_loss: 0.0311825 | Time: 1709.62 ms [2021-07-04 15:16:46 main:574] : INFO : Epoch 1552 | loss: 0.0311764 | val_loss: 0.0311807 | Time: 1699.47 ms [2021-07-04 15:16:48 main:574] : INFO : Epoch 1553 | loss: 0.0311747 | val_loss: 0.0311762 | Time: 1714.27 ms [2021-07-04 15:16:50 main:574] : INFO : Epoch 1554 | loss: 0.0311757 | val_loss: 0.031178 | Time: 1697.21 ms [2021-07-04 15:16:51 main:574] : INFO : Epoch 1555 | loss: 0.0311747 | val_loss: 0.031176 | Time: 1736.84 ms [2021-07-04 15:16:53 main:574] : INFO : Epoch 1556 | loss: 0.031174 | val_loss: 0.0311763 | Time: 1708.92 ms [2021-07-04 15:16:55 main:574] : INFO : Epoch 1557 | loss: 0.0311739 | val_loss: 0.0311756 | Time: 1743.8 ms [2021-07-04 15:16:57 main:574] : INFO : Epoch 1558 | loss: 0.0311724 | val_loss: 0.0311772 | Time: 1729.38 ms [2021-07-04 15:16:58 main:574] : INFO : Epoch 1559 | loss: 0.0311717 | val_loss: 0.0311772 | Time: 1738.63 ms [2021-07-04 15:17:00 main:574] : INFO : Epoch 1560 | loss: 0.0311711 | val_loss: 0.0311763 | Time: 1702.61 ms [2021-07-04 15:17:02 main:574] : INFO : Epoch 1561 | loss: 0.0311715 | val_loss: 0.0311739 | Time: 1709.58 ms [2021-07-04 15:17:04 main:574] : INFO : Epoch 1562 | loss: 0.0311696 | val_loss: 0.0311765 | Time: 1699.16 ms [2021-07-04 15:17:05 main:574] : INFO : Epoch 1563 | loss: 0.031172 | val_loss: 0.0311742 | Time: 1752.19 ms [2021-07-04 15:17:07 main:574] : INFO : Epoch 1564 | loss: 0.0311721 | val_loss: 0.0311736 | Time: 1726.61 ms [2021-07-04 15:17:09 main:574] : INFO : Epoch 1565 | loss: 0.0311698 | val_loss: 0.031171 | Time: 1682.3 ms [2021-07-04 15:17:10 main:574] : INFO : Epoch 1566 | loss: 0.031167 | val_loss: 0.0311695 | Time: 1733.9 ms [2021-07-04 15:17:12 main:574] : INFO : Epoch 1567 | loss: 0.0311659 | val_loss: 0.0311699 | Time: 1703.34 ms [2021-07-04 15:17:14 main:574] : INFO : Epoch 1568 | loss: 0.0311652 | val_loss: 0.0311705 | Time: 1719.94 ms [2021-07-04 15:17:16 main:574] : INFO : Epoch 1569 | loss: 0.0311654 | val_loss: 0.0311714 | Time: 1737.88 ms [2021-07-04 15:17:17 main:574] : INFO : Epoch 1570 | loss: 0.0311693 | val_loss: 0.0311712 | Time: 1702.56 ms [2021-07-04 15:17:19 main:574] : INFO : Epoch 1571 | loss: 0.0311649 | val_loss: 0.031171 | Time: 1676.43 ms [2021-07-04 15:17:21 main:574] : INFO : Epoch 1572 | loss: 0.0311644 | val_loss: 0.0311675 | Time: 1700.44 ms [2021-07-04 15:17:22 main:574] : INFO : Epoch 1573 | loss: 0.0311635 | val_loss: 0.031169 | Time: 1713.61 ms [2021-07-04 15:17:24 main:574] : INFO : Epoch 1574 | loss: 0.0311625 | val_loss: 0.0311693 | Time: 1682.96 ms [2021-07-04 15:17:26 main:574] : INFO : Epoch 1575 | loss: 0.0311629 | val_loss: 0.0311691 | Time: 1738.86 ms [2021-07-04 15:17:28 main:574] : INFO : Epoch 1576 | loss: 0.0311634 | val_loss: 0.0311701 | Time: 1737.46 ms [2021-07-04 15:17:29 main:574] : INFO : Epoch 1577 | loss: 0.0311603 | val_loss: 0.0311663 | Time: 1702.82 ms [2021-07-04 15:17:31 main:574] : INFO : Epoch 1578 | loss: 0.0311595 | val_loss: 0.0311671 | Time: 1712.35 ms [2021-07-04 15:17:33 main:574] : INFO : Epoch 1579 | loss: 0.0311593 | val_loss: 0.0311667 | Time: 1743 ms [2021-07-04 15:17:34 main:574] : INFO : Epoch 1580 | loss: 0.0311586 | val_loss: 0.0311655 | Time: 1727.88 ms [2021-07-04 15:17:36 main:574] : INFO : Epoch 1581 | loss: 0.0311598 | val_loss: 0.0311709 | Time: 1716.08 ms [2021-07-04 15:17:38 main:574] : INFO : Epoch 1582 | loss: 0.0311591 | val_loss: 0.0311675 | Time: 1724.68 ms [2021-07-04 15:17:40 main:574] : INFO : Epoch 1583 | loss: 0.0311586 | val_loss: 0.0311683 | Time: 1705.65 ms [2021-07-04 15:17:41 main:574] : INFO : Epoch 1584 | loss: 0.0311593 | val_loss: 0.0311683 | Time: 1696.27 ms [2021-07-04 15:17:43 main:574] : INFO : Epoch 1585 | loss: 0.0311599 | val_loss: 0.0311675 | Time: 1712.41 ms [2021-07-04 15:17:45 main:574] : INFO : Epoch 1586 | loss: 0.0311598 | val_loss: 0.0311669 | Time: 1714.53 ms [2021-07-04 15:17:47 main:574] : INFO : Epoch 1587 | loss: 0.0311589 | val_loss: 0.031166 | Time: 1764.58 ms [2021-07-04 15:17:48 main:574] : INFO : Epoch 1588 | loss: 0.031157 | val_loss: 0.0311684 | Time: 1735.88 ms [2021-07-04 15:17:50 main:574] : INFO : Epoch 1589 | loss: 0.0311585 | val_loss: 0.0311671 | Time: 1685.08 ms [2021-07-04 15:17:52 main:574] : INFO : Epoch 1590 | loss: 0.0311581 | val_loss: 0.0311673 | Time: 1732.63 ms [2021-07-04 15:17:53 main:574] : INFO : Epoch 1591 | loss: 0.0311575 | val_loss: 0.0311695 | Time: 1743.59 ms [2021-07-04 15:17:55 main:574] : INFO : Epoch 1592 | loss: 0.0311569 | val_loss: 0.0311666 | Time: 1675.43 ms [2021-07-04 15:17:57 main:574] : INFO : Epoch 1593 | loss: 0.0311578 | val_loss: 0.0311694 | Time: 1740.08 ms [2021-07-04 15:17:59 main:574] : INFO : Epoch 1594 | loss: 0.0311593 | val_loss: 0.0311671 | Time: 1737.35 ms [2021-07-04 15:18:00 main:574] : INFO : Epoch 1595 | loss: 0.0311616 | val_loss: 0.0311704 | Time: 1672.27 ms [2021-07-04 15:18:02 main:574] : INFO : Epoch 1596 | loss: 0.0311593 | val_loss: 0.0311676 | Time: 1693.54 ms [2021-07-04 15:18:04 main:574] : INFO : Epoch 1597 | loss: 0.0311571 | val_loss: 0.0311682 | Time: 1705.06 ms [2021-07-04 15:18:05 main:574] : INFO : Epoch 1598 | loss: 0.0311561 | val_loss: 0.031165 | Time: 1728.1 ms [2021-07-04 15:18:07 main:574] : INFO : Epoch 1599 | loss: 0.0311555 | val_loss: 0.0311669 | Time: 1698.1 ms [2021-07-04 15:18:09 main:574] : INFO : Epoch 1600 | loss: 0.0311556 | val_loss: 0.0311657 | Time: 1694.32 ms [2021-07-04 15:18:11 main:574] : INFO : Epoch 1601 | loss: 0.0311539 | val_loss: 0.0311658 | Time: 1696.41 ms [2021-07-04 15:18:12 main:574] : INFO : Epoch 1602 | loss: 0.031155 | val_loss: 0.0311663 | Time: 1696.84 ms [2021-07-04 15:18:14 main:574] : INFO : Epoch 1603 | loss: 0.0311552 | val_loss: 0.0311751 | Time: 1688.5 ms [2021-07-04 15:18:16 main:574] : INFO : Epoch 1604 | loss: 0.0311624 | val_loss: 0.031169 | Time: 1719.84 ms [2021-07-04 15:18:17 main:574] : INFO : Epoch 1605 | loss: 0.0311622 | val_loss: 0.0311678 | Time: 1728.07 ms [2021-07-04 15:18:19 main:574] : INFO : Epoch 1606 | loss: 0.03116 | val_loss: 0.0311704 | Time: 1723.68 ms [2021-07-04 15:18:21 main:574] : INFO : Epoch 1607 | loss: 0.0311591 | val_loss: 0.0311682 | Time: 1675.73 ms [2021-07-04 15:18:23 main:574] : INFO : Epoch 1608 | loss: 0.031159 | val_loss: 0.0311696 | Time: 1731.37 ms [2021-07-04 15:18:24 main:574] : INFO : Epoch 1609 | loss: 0.0311567 | val_loss: 0.0311694 | Time: 1687.15 ms [2021-07-04 15:18:26 main:574] : INFO : Epoch 1610 | loss: 0.0311574 | val_loss: 0.0311702 | Time: 1703.51 ms [2021-07-04 15:18:28 main:574] : INFO : Epoch 1611 | loss: 0.0311569 | val_loss: 0.03117 | Time: 1691.6 ms [2021-07-04 15:18:29 main:574] : INFO : Epoch 1612 | loss: 0.031157 | val_loss: 0.0311691 | Time: 1715.11 ms [2021-07-04 15:18:31 main:574] : INFO : Epoch 1613 | loss: 0.0311569 | val_loss: 0.0311694 | Time: 1696.21 ms [2021-07-04 15:18:33 main:574] : INFO : Epoch 1614 | loss: 0.0311553 | val_loss: 0.0311691 | Time: 1734.45 ms [2021-07-04 15:18:35 main:574] : INFO : Epoch 1615 | loss: 0.0311547 | val_loss: 0.0311692 | Time: 1749.99 ms [2021-07-04 15:18:36 main:574] : INFO : Epoch 1616 | loss: 0.0311541 | val_loss: 0.0311665 | Time: 1677.68 ms [2021-07-04 15:18:38 main:574] : INFO : Epoch 1617 | loss: 0.0311537 | val_loss: 0.0311666 | Time: 1717.33 ms [2021-07-04 15:18:40 main:574] : INFO : Epoch 1618 | loss: 0.0311534 | val_loss: 0.0311673 | Time: 1683.61 ms [2021-07-04 15:18:41 main:574] : INFO : Epoch 1619 | loss: 0.031155 | val_loss: 0.0311693 | Time: 1679.47 ms [2021-07-04 15:18:43 main:574] : INFO : Epoch 1620 | loss: 0.0311555 | val_loss: 0.0311646 | Time: 1648.63 ms [2021-07-04 15:18:45 main:574] : INFO : Epoch 1621 | loss: 0.0311527 | val_loss: 0.031166 | Time: 1675.32 ms [2021-07-04 15:18:46 main:574] : INFO : Epoch 1622 | loss: 0.0311524 | val_loss: 0.0311663 | Time: 1604.82 ms [2021-07-04 15:18:48 main:574] : INFO : Epoch 1623 | loss: 0.0311531 | val_loss: 0.0311682 | Time: 1576.7 ms [2021-07-04 15:18:50 main:574] : INFO : Epoch 1624 | loss: 0.0311541 | val_loss: 0.031167 | Time: 1701.99 ms [2021-07-04 15:18:51 main:574] : INFO : Epoch 1625 | loss: 0.0311527 | val_loss: 0.0311676 | Time: 1655.66 ms [2021-07-04 15:18:53 main:574] : INFO : Epoch 1626 | loss: 0.031152 | val_loss: 0.0311696 | Time: 1744.35 ms [2021-07-04 15:18:55 main:574] : INFO : Epoch 1627 | loss: 0.0311533 | val_loss: 0.031168 | Time: 1733.98 ms [2021-07-04 15:18:56 main:574] : INFO : Epoch 1628 | loss: 0.0311534 | val_loss: 0.0311741 | Time: 1722.32 ms [2021-07-04 15:18:58 main:574] : INFO : Epoch 1629 | loss: 0.0311517 | val_loss: 0.0311687 | Time: 1716.26 ms [2021-07-04 15:19:00 main:574] : INFO : Epoch 1630 | loss: 0.0311512 | val_loss: 0.031168 | Time: 1700.54 ms [2021-07-04 15:19:02 main:574] : INFO : Epoch 1631 | loss: 0.0311506 | val_loss: 0.0311668 | Time: 1642.66 ms [2021-07-04 15:19:03 main:574] : INFO : Epoch 1632 | loss: 0.0311501 | val_loss: 0.0311663 | Time: 1690.95 ms [2021-07-04 15:19:05 main:574] : INFO : Epoch 1633 | loss: 0.0311504 | val_loss: 0.0311689 | Time: 1647.47 ms [2021-07-04 15:19:07 main:574] : INFO : Epoch 1634 | loss: 0.0311495 | val_loss: 0.0311674 | Time: 1642.52 ms [2021-07-04 15:19:08 main:574] : INFO : Epoch 1635 | loss: 0.0311495 | val_loss: 0.0311693 | Time: 1732.67 ms [2021-07-04 15:19:10 main:574] : INFO : Epoch 1636 | loss: 0.0311504 | val_loss: 0.0311685 | Time: 1737.38 ms [2021-07-04 15:19:12 main:574] : INFO : Epoch 1637 | loss: 0.0311512 | val_loss: 0.0311669 | Time: 1755.04 ms [2021-07-04 15:19:14 main:574] : INFO : Epoch 1638 | loss: 0.0311506 | val_loss: 0.0311688 | Time: 1750.87 ms [2021-07-04 15:19:15 main:574] : INFO : Epoch 1639 | loss: 0.0311511 | val_loss: 0.0311665 | Time: 1695.26 ms [2021-07-04 15:19:17 main:574] : INFO : Epoch 1640 | loss: 0.0311501 | val_loss: 0.031168 | Time: 1752.18 ms [2021-07-04 15:19:19 main:574] : INFO : Epoch 1641 | loss: 0.0311483 | val_loss: 0.0311678 | Time: 1700.72 ms [2021-07-04 15:19:20 main:574] : INFO : Epoch 1642 | loss: 0.0311495 | val_loss: 0.0311664 | Time: 1717.25 ms [2021-07-04 15:19:22 main:574] : INFO : Epoch 1643 | loss: 0.0311517 | val_loss: 0.031167 | Time: 1679.07 ms [2021-07-04 15:19:24 main:574] : INFO : Epoch 1644 | loss: 0.0311526 | val_loss: 0.0311674 | Time: 1705.58 ms [2021-07-04 15:19:26 main:574] : INFO : Epoch 1645 | loss: 0.0311526 | val_loss: 0.0311712 | Time: 1669.44 ms [2021-07-04 15:19:27 main:574] : INFO : Epoch 1646 | loss: 0.0311563 | val_loss: 0.0311692 | Time: 1746.95 ms [2021-07-04 15:19:29 main:574] : INFO : Epoch 1647 | loss: 0.0311528 | val_loss: 0.0311685 | Time: 1699.02 ms [2021-07-04 15:19:31 main:574] : INFO : Epoch 1648 | loss: 0.0311541 | val_loss: 0.031171 | Time: 1726.11 ms [2021-07-04 15:19:32 main:574] : INFO : Epoch 1649 | loss: 0.031157 | val_loss: 0.0311721 | Time: 1661.44 ms [2021-07-04 15:19:34 main:574] : INFO : Epoch 1650 | loss: 0.0311523 | val_loss: 0.031169 | Time: 1675.55 ms [2021-07-04 15:19:36 main:574] : INFO : Epoch 1651 | loss: 0.0311516 | val_loss: 0.0311707 | Time: 1689.67 ms [2021-07-04 15:19:37 main:574] : INFO : Epoch 1652 | loss: 0.0311505 | val_loss: 0.0311727 | Time: 1706.69 ms [2021-07-04 15:19:39 main:574] : INFO : Epoch 1653 | loss: 0.031153 | val_loss: 0.0311707 | Time: 1723.65 ms [2021-07-04 15:19:41 main:574] : INFO : Epoch 1654 | loss: 0.0311526 | val_loss: 0.0311696 | Time: 1719.73 ms [2021-07-04 15:19:43 main:574] : INFO : Epoch 1655 | loss: 0.0311546 | val_loss: 0.0311756 | Time: 1660.19 ms [2021-07-04 15:19:44 main:574] : INFO : Epoch 1656 | loss: 0.0311519 | val_loss: 0.0311693 | Time: 1725.97 ms [2021-07-04 15:19:46 main:574] : INFO : Epoch 1657 | loss: 0.0311506 | val_loss: 0.0311744 | Time: 1736.95 ms [2021-07-04 15:19:48 main:574] : INFO : Epoch 1658 | loss: 0.0311494 | val_loss: 0.03117 | Time: 1710.28 ms [2021-07-04 15:19:49 main:574] : INFO : Epoch 1659 | loss: 0.0311493 | val_loss: 0.03117 | Time: 1721.85 ms [2021-07-04 15:19:51 main:574] : INFO : Epoch 1660 | loss: 0.0311489 | val_loss: 0.0311712 | Time: 1728.75 ms [2021-07-04 15:19:53 main:574] : INFO : Epoch 1661 | loss: 0.0311494 | val_loss: 0.0311688 | Time: 1700.95 ms [2021-07-04 15:19:55 main:574] : INFO : Epoch 1662 | loss: 0.0311478 | val_loss: 0.0311688 | Time: 1688.72 ms [2021-07-04 15:19:56 main:574] : INFO : Epoch 1663 | loss: 0.0311472 | val_loss: 0.0311698 | Time: 1699.18 ms [2021-07-04 15:19:58 main:574] : INFO : Epoch 1664 | loss: 0.0311495 | val_loss: 0.0311706 | Time: 1659.93 ms [2021-07-04 15:20:00 main:574] : INFO : Epoch 1665 | loss: 0.0311478 | val_loss: 0.0311704 | Time: 1659.73 ms [2021-07-04 15:20:01 main:574] : INFO : Epoch 1666 | loss: 0.031147 | val_loss: 0.0311703 | Time: 1711.63 ms [2021-07-04 15:20:03 main:574] : INFO : Epoch 1667 | loss: 0.0311474 | val_loss: 0.0311668 | Time: 1742.73 ms [2021-07-04 15:20:05 main:574] : INFO : Epoch 1668 | loss: 0.0311489 | val_loss: 0.0311689 | Time: 1695.7 ms [2021-07-04 15:20:07 main:574] : INFO : Epoch 1669 | loss: 0.0311504 | val_loss: 0.0311696 | Time: 1706.21 ms [2021-07-04 15:20:08 main:574] : INFO : Epoch 1670 | loss: 0.0311487 | val_loss: 0.0311676 | Time: 1704.01 ms [2021-07-04 15:20:10 main:574] : INFO : Epoch 1671 | loss: 0.0311494 | val_loss: 0.0311722 | Time: 1664.7 ms [2021-07-04 15:20:12 main:574] : INFO : Epoch 1672 | loss: 0.0311529 | val_loss: 0.0311726 | Time: 1724.22 ms [2021-07-04 15:20:13 main:574] : INFO : Epoch 1673 | loss: 0.0311643 | val_loss: 0.0311676 | Time: 1633.11 ms [2021-07-04 15:20:15 main:574] : INFO : Epoch 1674 | loss: 0.0311626 | val_loss: 0.0311677 | Time: 1657.06 ms [2021-07-04 15:20:17 main:574] : INFO : Epoch 1675 | loss: 0.0311608 | val_loss: 0.0311677 | Time: 1708.48 ms [2021-07-04 15:20:18 main:574] : INFO : Epoch 1676 | loss: 0.0311598 | val_loss: 0.0311713 | Time: 1745.72 ms [2021-07-04 15:20:20 main:574] : INFO : Epoch 1677 | loss: 0.0311588 | val_loss: 0.0311686 | Time: 1748.35 ms [2021-07-04 15:20:22 main:574] : INFO : Epoch 1678 | loss: 0.0311558 | val_loss: 0.0311667 | Time: 1743.82 ms [2021-07-04 15:20:24 main:574] : INFO : Epoch 1679 | loss: 0.0311554 | val_loss: 0.0311706 | Time: 1698.1 ms [2021-07-04 15:20:25 main:574] : INFO : Epoch 1680 | loss: 0.0311542 | val_loss: 0.0311667 | Time: 1667.57 ms [2021-07-04 15:20:27 main:574] : INFO : Epoch 1681 | loss: 0.0311543 | val_loss: 0.0311682 | Time: 1711.88 ms [2021-07-04 15:20:29 main:574] : INFO : Epoch 1682 | loss: 0.0311557 | val_loss: 0.0311691 | Time: 1663.24 ms [2021-07-04 15:20:30 main:574] : INFO : Epoch 1683 | loss: 0.0311557 | val_loss: 0.0311714 | Time: 1724.24 ms [2021-07-04 15:20:32 main:574] : INFO : Epoch 1684 | loss: 0.0311554 | val_loss: 0.0311678 | Time: 1713.43 ms [2021-07-04 15:20:34 main:574] : INFO : Epoch 1685 | loss: 0.0311531 | val_loss: 0.0311724 | Time: 1707.26 ms [2021-07-04 15:20:36 main:574] : INFO : Epoch 1686 | loss: 0.0311528 | val_loss: 0.0311699 | Time: 1701.12 ms [2021-07-04 15:20:37 main:574] : INFO : Epoch 1687 | loss: 0.0311506 | val_loss: 0.0311679 | Time: 1696.22 ms [2021-07-04 15:20:39 main:574] : INFO : Epoch 1688 | loss: 0.0311508 | val_loss: 0.0311726 | Time: 1657.86 ms [2021-07-04 15:20:41 main:574] : INFO : Epoch 1689 | loss: 0.0311554 | val_loss: 0.0311667 | Time: 1715.9 ms [2021-07-04 15:20:42 main:574] : INFO : Epoch 1690 | loss: 0.0311604 | val_loss: 0.03117 | Time: 1690.41 ms [2021-07-04 15:20:44 main:574] : INFO : Epoch 1691 | loss: 0.0311597 | val_loss: 0.0311641 | Time: 1718.1 ms [2021-07-04 15:20:46 main:574] : INFO : Epoch 1692 | loss: 0.0311559 | val_loss: 0.0311646 | Time: 1714.56 ms [2021-07-04 15:20:47 main:574] : INFO : Epoch 1693 | loss: 0.0311557 | val_loss: 0.0311646 | Time: 1742.41 ms [2021-07-04 15:20:49 main:574] : INFO : Epoch 1694 | loss: 0.0311574 | val_loss: 0.0311668 | Time: 1719.78 ms [2021-07-04 15:20:51 main:574] : INFO : Epoch 1695 | loss: 0.0311538 | val_loss: 0.0311627 | Time: 1674.35 ms [2021-07-04 15:20:53 main:574] : INFO : Epoch 1696 | loss: 0.0311525 | val_loss: 0.031166 | Time: 1743.06 ms [2021-07-04 15:20:54 main:574] : INFO : Epoch 1697 | loss: 0.031152 | val_loss: 0.0311653 | Time: 1730.91 ms [2021-07-04 15:20:56 main:574] : INFO : Epoch 1698 | loss: 0.0311527 | val_loss: 0.0311657 | Time: 1762.07 ms [2021-07-04 15:20:58 main:574] : INFO : Epoch 1699 | loss: 0.0311503 | val_loss: 0.0311696 | Time: 1725.06 ms [2021-07-04 15:21:00 main:574] : INFO : Epoch 1700 | loss: 0.0311501 | val_loss: 0.0311656 | Time: 1707.78 ms [2021-07-04 15:21:01 main:574] : INFO : Epoch 1701 | loss: 0.0311495 | val_loss: 0.0311652 | Time: 1638.75 ms [2021-07-04 15:21:03 main:574] : INFO : Epoch 1702 | loss: 0.0311499 | val_loss: 0.0311681 | Time: 1654.29 ms [2021-07-04 15:21:05 main:574] : INFO : Epoch 1703 | loss: 0.0311508 | val_loss: 0.0311652 | Time: 1685.36 ms [2021-07-04 15:21:06 main:574] : INFO : Epoch 1704 | loss: 0.031151 | val_loss: 0.0311656 | Time: 1639.26 ms [2021-07-04 15:21:08 main:574] : INFO : Epoch 1705 | loss: 0.0311493 | val_loss: 0.0311632 | Time: 1663.75 ms [2021-07-04 15:21:10 main:574] : INFO : Epoch 1706 | loss: 0.0311518 | val_loss: 0.0311667 | Time: 1718.72 ms [2021-07-04 15:21:11 main:574] : INFO : Epoch 1707 | loss: 0.0311487 | val_loss: 0.031164 | Time: 1703.93 ms [2021-07-04 15:21:13 main:574] : INFO : Epoch 1708 | loss: 0.0311481 | val_loss: 0.0311657 | Time: 1677.77 ms [2021-07-04 15:21:15 main:574] : INFO : Epoch 1709 | loss: 0.0311478 | val_loss: 0.0311658 | Time: 1677.26 ms [2021-07-04 15:21:16 main:574] : INFO : Epoch 1710 | loss: 0.0311474 | val_loss: 0.031162 | Time: 1691.84 ms [2021-07-04 15:21:18 main:574] : INFO : Epoch 1711 | loss: 0.0311473 | val_loss: 0.0311651 | Time: 1632.46 ms [2021-07-04 15:21:20 main:574] : INFO : Epoch 1712 | loss: 0.0311464 | val_loss: 0.0311661 | Time: 1723.1 ms [2021-07-04 15:21:21 main:574] : INFO : Epoch 1713 | loss: 0.0311459 | val_loss: 0.0311688 | Time: 1706.39 ms [2021-07-04 15:21:23 main:574] : INFO : Epoch 1714 | loss: 0.0311492 | val_loss: 0.0311646 | Time: 1681.08 ms [2021-07-04 15:21:25 main:574] : INFO : Epoch 1715 | loss: 0.0311479 | val_loss: 0.0311648 | Time: 1647.56 ms [2021-07-04 15:21:26 main:574] : INFO : Epoch 1716 | loss: 0.0311468 | val_loss: 0.0311663 | Time: 1699.08 ms [2021-07-04 15:21:28 main:574] : INFO : Epoch 1717 | loss: 0.0311472 | val_loss: 0.0311636 | Time: 1684.1 ms [2021-07-04 15:21:30 main:574] : INFO : Epoch 1718 | loss: 0.0311509 | val_loss: 0.0311648 | Time: 1719.65 ms [2021-07-04 15:21:32 main:574] : INFO : Epoch 1719 | loss: 0.0311502 | val_loss: 0.0311617 | Time: 1678.09 ms [2021-07-04 15:21:33 main:574] : INFO : Epoch 1720 | loss: 0.0311479 | val_loss: 0.0311638 | Time: 1681 ms [2021-07-04 15:21:35 main:574] : INFO : Epoch 1721 | loss: 0.031147 | val_loss: 0.031163 | Time: 1649.65 ms [2021-07-04 15:21:37 main:574] : INFO : Epoch 1722 | loss: 0.0311474 | val_loss: 0.0311624 | Time: 1704.43 ms [2021-07-04 15:21:38 main:574] : INFO : Epoch 1723 | loss: 0.0311477 | val_loss: 0.0311642 | Time: 1741.37 ms [2021-07-04 15:21:40 main:574] : INFO : Epoch 1724 | loss: 0.0311473 | val_loss: 0.031164 | Time: 1736.09 ms [2021-07-04 15:21:42 main:574] : INFO : Epoch 1725 | loss: 0.0311466 | val_loss: 0.0311665 | Time: 1704.64 ms [2021-07-04 15:21:44 main:574] : INFO : Epoch 1726 | loss: 0.0311467 | val_loss: 0.0311644 | Time: 1689.45 ms [2021-07-04 15:21:45 main:574] : INFO : Epoch 1727 | loss: 0.0311481 | val_loss: 0.0311624 | Time: 1688.95 ms [2021-07-04 15:21:47 main:574] : INFO : Epoch 1728 | loss: 0.0311481 | val_loss: 0.0311649 | Time: 1710.96 ms [2021-07-04 15:21:49 main:574] : INFO : Epoch 1729 | loss: 0.0311466 | val_loss: 0.0311666 | Time: 1695.49 ms [2021-07-04 15:21:50 main:574] : INFO : Epoch 1730 | loss: 0.0311446 | val_loss: 0.031163 | Time: 1676.87 ms [2021-07-04 15:21:52 main:574] : INFO : Epoch 1731 | loss: 0.0311444 | val_loss: 0.0311644 | Time: 1718.34 ms [2021-07-04 15:21:54 main:574] : INFO : Epoch 1732 | loss: 0.0311447 | val_loss: 0.0311659 | Time: 1710.88 ms [2021-07-04 15:21:55 main:574] : INFO : Epoch 1733 | loss: 0.0311445 | val_loss: 0.0311664 | Time: 1712.98 ms [2021-07-04 15:21:57 main:574] : INFO : Epoch 1734 | loss: 0.0311424 | val_loss: 0.031167 | Time: 1698.19 ms [2021-07-04 15:21:59 main:574] : INFO : Epoch 1735 | loss: 0.031146 | val_loss: 0.0311656 | Time: 1679.25 ms [2021-07-04 15:22:01 main:574] : INFO : Epoch 1736 | loss: 0.0311505 | val_loss: 0.0311679 | Time: 1633.23 ms [2021-07-04 15:22:02 main:574] : INFO : Epoch 1737 | loss: 0.0311506 | val_loss: 0.0311672 | Time: 1661.14 ms [2021-07-04 15:22:04 main:574] : INFO : Epoch 1738 | loss: 0.0311531 | val_loss: 0.0311687 | Time: 1655.62 ms [2021-07-04 15:22:06 main:574] : INFO : Epoch 1739 | loss: 0.031154 | val_loss: 0.03117 | Time: 1735.98 ms [2021-07-04 15:22:07 main:574] : INFO : Epoch 1740 | loss: 0.0311546 | val_loss: 0.0311718 | Time: 1695.43 ms [2021-07-04 15:22:09 main:574] : INFO : Epoch 1741 | loss: 0.0311492 | val_loss: 0.0311707 | Time: 1735.88 ms [2021-07-04 15:22:11 main:574] : INFO : Epoch 1742 | loss: 0.0311466 | val_loss: 0.0311687 | Time: 1715.45 ms [2021-07-04 15:22:12 main:574] : INFO : Epoch 1743 | loss: 0.0311447 | val_loss: 0.0311667 | Time: 1652.09 ms [2021-07-04 15:22:14 main:574] : INFO : Epoch 1744 | loss: 0.0311495 | val_loss: 0.031171 | Time: 1736.34 ms [2021-07-04 15:22:16 main:574] : INFO : Epoch 1745 | loss: 0.0311482 | val_loss: 0.0311654 | Time: 1633.95 ms [2021-07-04 15:22:17 main:574] : INFO : Epoch 1746 | loss: 0.0311531 | val_loss: 0.0311642 | Time: 1642.94 ms [2021-07-04 15:22:19 main:574] : INFO : Epoch 1747 | loss: 0.0311523 | val_loss: 0.0311645 | Time: 1752.91 ms [2021-07-04 15:22:21 main:574] : INFO : Epoch 1748 | loss: 0.0311519 | val_loss: 0.0311675 | Time: 1646.34 ms [2021-07-04 15:22:23 main:574] : INFO : Epoch 1749 | loss: 0.0311531 | val_loss: 0.0311649 | Time: 1728.07 ms [2021-07-04 15:22:24 main:574] : INFO : Epoch 1750 | loss: 0.0311543 | val_loss: 0.0311634 | Time: 1744.45 ms [2021-07-04 15:22:26 main:574] : INFO : Epoch 1751 | loss: 0.0311498 | val_loss: 0.0311643 | Time: 1703.95 ms [2021-07-04 15:22:28 main:574] : INFO : Epoch 1752 | loss: 0.0311492 | val_loss: 0.0311669 | Time: 1613.46 ms [2021-07-04 15:22:29 main:574] : INFO : Epoch 1753 | loss: 0.0311494 | val_loss: 0.031164 | Time: 1640.27 ms [2021-07-04 15:22:31 main:574] : INFO : Epoch 1754 | loss: 0.0311495 | val_loss: 0.0311691 | Time: 1693.83 ms [2021-07-04 15:22:33 main:574] : INFO : Epoch 1755 | loss: 0.0311479 | val_loss: 0.031166 | Time: 1697.32 ms [2021-07-04 15:22:34 main:574] : INFO : Epoch 1756 | loss: 0.0311502 | val_loss: 0.031167 | Time: 1674.31 ms [2021-07-04 15:22:36 main:574] : INFO : Epoch 1757 | loss: 0.0311484 | val_loss: 0.0311659 | Time: 1670.94 ms [2021-07-04 15:22:38 main:574] : INFO : Epoch 1758 | loss: 0.0311468 | val_loss: 0.0311679 | Time: 1670.47 ms [2021-07-04 15:22:39 main:574] : INFO : Epoch 1759 | loss: 0.0311466 | val_loss: 0.0311644 | Time: 1696.5 ms [2021-07-04 15:22:41 main:574] : INFO : Epoch 1760 | loss: 0.0311452 | val_loss: 0.0311649 | Time: 1709.31 ms [2021-07-04 15:22:43 main:574] : INFO : Epoch 1761 | loss: 0.0311452 | val_loss: 0.031165 | Time: 1723.5 ms [2021-07-04 15:22:45 main:574] : INFO : Epoch 1762 | loss: 0.0311442 | val_loss: 0.0311647 | Time: 1725.96 ms [2021-07-04 15:22:46 main:574] : INFO : Epoch 1763 | loss: 0.0311436 | val_loss: 0.0311693 | Time: 1635.16 ms [2021-07-04 15:22:48 main:574] : INFO : Epoch 1764 | loss: 0.0311436 | val_loss: 0.0311673 | Time: 1666.27 ms [2021-07-04 15:22:50 main:574] : INFO : Epoch 1765 | loss: 0.0311421 | val_loss: 0.0311694 | Time: 1684.23 ms [2021-07-04 15:22:51 main:574] : INFO : Epoch 1766 | loss: 0.0311442 | val_loss: 0.0311713 | Time: 1698.94 ms [2021-07-04 15:22:53 main:574] : INFO : Epoch 1767 | loss: 0.0311431 | val_loss: 0.0311679 | Time: 1659.69 ms [2021-07-04 15:22:55 main:574] : INFO : Epoch 1768 | loss: 0.0311421 | val_loss: 0.0311707 | Time: 1728.3 ms [2021-07-04 15:22:56 main:574] : INFO : Epoch 1769 | loss: 0.0311406 | val_loss: 0.0311706 | Time: 1670.12 ms [2021-07-04 15:22:58 main:574] : INFO : Epoch 1770 | loss: 0.0311405 | val_loss: 0.0311713 | Time: 1696.31 ms [2021-07-04 15:23:00 main:574] : INFO : Epoch 1771 | loss: 0.0311413 | val_loss: 0.031171 | Time: 1694.55 ms [2021-07-04 15:23:02 main:574] : INFO : Epoch 1772 | loss: 0.0311422 | val_loss: 0.0311684 | Time: 1739.86 ms [2021-07-04 15:23:03 main:574] : INFO : Epoch 1773 | loss: 0.031143 | val_loss: 0.0311694 | Time: 1747.96 ms [2021-07-04 15:23:05 main:574] : INFO : Epoch 1774 | loss: 0.0311442 | val_loss: 0.0311734 | Time: 1734.95 ms [2021-07-04 15:23:07 main:574] : INFO : Epoch 1775 | loss: 0.0311436 | val_loss: 0.0311714 | Time: 1662.97 ms [2021-07-04 15:23:08 main:574] : INFO : Epoch 1776 | loss: 0.031147 | val_loss: 0.0311681 | Time: 1641 ms [2021-07-04 15:23:10 main:574] : INFO : Epoch 1777 | loss: 0.0311516 | val_loss: 0.0311651 | Time: 1651.63 ms [2021-07-04 15:23:12 main:574] : INFO : Epoch 1778 | loss: 0.0311493 | val_loss: 0.0311672 | Time: 1642.51 ms [2021-07-04 15:23:13 main:574] : INFO : Epoch 1779 | loss: 0.0311468 | val_loss: 0.0311657 | Time: 1658.58 ms [2021-07-04 15:23:15 main:574] : INFO : Epoch 1780 | loss: 0.0311454 | val_loss: 0.0311644 | Time: 1696.94 ms [2021-07-04 15:23:17 main:574] : INFO : Epoch 1781 | loss: 0.0311455 | val_loss: 0.0311673 | Time: 1724.13 ms [2021-07-04 15:23:18 main:574] : INFO : Epoch 1782 | loss: 0.0311483 | val_loss: 0.031169 | Time: 1779.38 ms [2021-07-04 15:23:20 main:574] : INFO : Epoch 1783 | loss: 0.031156 | val_loss: 0.0311747 | Time: 1740.11 ms [2021-07-04 15:23:22 main:574] : INFO : Epoch 1784 | loss: 0.0311532 | val_loss: 0.0311694 | Time: 1760.02 ms [2021-07-04 15:23:24 main:574] : INFO : Epoch 1785 | loss: 0.0311482 | val_loss: 0.0311671 | Time: 1671.63 ms [2021-07-04 15:23:25 main:574] : INFO : Epoch 1786 | loss: 0.0311464 | val_loss: 0.0311655 | Time: 1706.47 ms [2021-07-04 15:23:27 main:574] : INFO : Epoch 1787 | loss: 0.0311473 | val_loss: 0.0311648 | Time: 1695.74 ms [2021-07-04 15:23:29 main:574] : INFO : Epoch 1788 | loss: 0.0311466 | val_loss: 0.0311655 | Time: 1727.52 ms [2021-07-04 15:23:30 main:574] : INFO : Epoch 1789 | loss: 0.031146 | val_loss: 0.0311646 | Time: 1639.68 ms [2021-07-04 15:23:32 main:574] : INFO : Epoch 1790 | loss: 0.0311492 | val_loss: 0.0311699 | Time: 1721.39 ms [2021-07-04 15:23:34 main:574] : INFO : Epoch 1791 | loss: 0.031146 | val_loss: 0.0311682 | Time: 1697.03 ms [2021-07-04 15:23:36 main:574] : INFO : Epoch 1792 | loss: 0.0311431 | val_loss: 0.0311675 | Time: 1721.92 ms [2021-07-04 15:23:37 main:574] : INFO : Epoch 1793 | loss: 0.0311429 | val_loss: 0.0311654 | Time: 1683.9 ms [2021-07-04 15:23:39 main:574] : INFO : Epoch 1794 | loss: 0.0311412 | val_loss: 0.0311706 | Time: 1703.27 ms [2021-07-04 15:23:41 main:574] : INFO : Epoch 1795 | loss: 0.0311433 | val_loss: 0.0311691 | Time: 1717.09 ms [2021-07-04 15:23:42 main:574] : INFO : Epoch 1796 | loss: 0.0311435 | val_loss: 0.0311664 | Time: 1757.46 ms [2021-07-04 15:23:44 main:574] : INFO : Epoch 1797 | loss: 0.0311422 | val_loss: 0.0311692 | Time: 1725.88 ms [2021-07-04 15:23:46 main:574] : INFO : Epoch 1798 | loss: 0.0311432 | val_loss: 0.0311689 | Time: 1663.68 ms [2021-07-04 15:23:48 main:574] : INFO : Epoch 1799 | loss: 0.0311427 | val_loss: 0.0311698 | Time: 1688.72 ms [2021-07-04 15:23:49 main:574] : INFO : Epoch 1800 | loss: 0.0311423 | val_loss: 0.0311664 | Time: 1743.69 ms [2021-07-04 15:23:51 main:574] : INFO : Epoch 1801 | loss: 0.0311432 | val_loss: 0.0311724 | Time: 1731.04 ms [2021-07-04 15:23:53 main:574] : INFO : Epoch 1802 | loss: 0.0311412 | val_loss: 0.0311702 | Time: 1785.15 ms [2021-07-04 15:23:55 main:574] : INFO : Epoch 1803 | loss: 0.0311407 | val_loss: 0.0311701 | Time: 1666.83 ms [2021-07-04 15:23:56 main:574] : INFO : Epoch 1804 | loss: 0.0311385 | val_loss: 0.0311684 | Time: 1674.14 ms [2021-07-04 15:23:58 main:574] : INFO : Epoch 1805 | loss: 0.03114 | val_loss: 0.0311699 | Time: 1747.91 ms [2021-07-04 15:24:00 main:574] : INFO : Epoch 1806 | loss: 0.0311396 | val_loss: 0.0311689 | Time: 1677.57 ms [2021-07-04 15:24:01 main:574] : INFO : Epoch 1807 | loss: 0.0311384 | val_loss: 0.0311695 | Time: 1691.28 ms [2021-07-04 15:24:03 main:574] : INFO : Epoch 1808 | loss: 0.0311379 | val_loss: 0.031168 | Time: 1643.24 ms [2021-07-04 15:24:05 main:574] : INFO : Epoch 1809 | loss: 0.0311393 | val_loss: 0.0311684 | Time: 1721.83 ms [2021-07-04 15:24:06 main:574] : INFO : Epoch 1810 | loss: 0.0311437 | val_loss: 0.0311694 | Time: 1698.58 ms [2021-07-04 15:24:08 main:574] : INFO : Epoch 1811 | loss: 0.0311413 | val_loss: 0.0311662 | Time: 1744.16 ms [2021-07-04 15:24:10 main:574] : INFO : Epoch 1812 | loss: 0.03114 | val_loss: 0.0311652 | Time: 1762.75 ms [2021-07-04 15:24:12 main:574] : INFO : Epoch 1813 | loss: 0.0311385 | val_loss: 0.0311678 | Time: 1742.8 ms [2021-07-04 15:24:13 main:574] : INFO : Epoch 1814 | loss: 0.0311375 | val_loss: 0.0311672 | Time: 1731.73 ms [2021-07-04 15:24:15 main:574] : INFO : Epoch 1815 | loss: 0.031142 | val_loss: 0.0311785 | Time: 1685.69 ms [2021-07-04 15:24:17 main:574] : INFO : Epoch 1816 | loss: 0.0311398 | val_loss: 0.0311712 | Time: 1686.68 ms [2021-07-04 15:24:19 main:574] : INFO : Epoch 1817 | loss: 0.031139 | val_loss: 0.0311642 | Time: 1705.9 ms [2021-07-04 15:24:20 main:574] : INFO : Epoch 1818 | loss: 0.0311408 | val_loss: 0.0311637 | Time: 1654.3 ms [2021-07-04 15:24:22 main:574] : INFO : Epoch 1819 | loss: 0.0311424 | val_loss: 0.0311693 | Time: 1672.09 ms [2021-07-04 15:24:24 main:574] : INFO : Epoch 1820 | loss: 0.0311431 | val_loss: 0.0311634 | Time: 1732.33 ms [2021-07-04 15:24:25 main:574] : INFO : Epoch 1821 | loss: 0.0311439 | val_loss: 0.0311653 | Time: 1743.93 ms [2021-07-04 15:24:27 main:574] : INFO : Epoch 1822 | loss: 0.0311426 | val_loss: 0.0311622 | Time: 1712.27 ms [2021-07-04 15:24:29 main:574] : INFO : Epoch 1823 | loss: 0.031146 | val_loss: 0.0311758 | Time: 1703.18 ms [2021-07-04 15:24:30 main:574] : INFO : Epoch 1824 | loss: 0.0311436 | val_loss: 0.0311693 | Time: 1696.58 ms [2021-07-04 15:24:32 main:574] : INFO : Epoch 1825 | loss: 0.0311425 | val_loss: 0.0311718 | Time: 1669.33 ms [2021-07-04 15:24:34 main:574] : INFO : Epoch 1826 | loss: 0.0311474 | val_loss: 0.0311677 | Time: 1682.67 ms [2021-07-04 15:24:36 main:574] : INFO : Epoch 1827 | loss: 0.031144 | val_loss: 0.0311679 | Time: 1684.73 ms [2021-07-04 15:24:37 main:574] : INFO : Epoch 1828 | loss: 0.0311417 | val_loss: 0.0311637 | Time: 1694.75 ms [2021-07-04 15:24:39 main:574] : INFO : Epoch 1829 | loss: 0.0311411 | val_loss: 0.0311643 | Time: 1759.37 ms [2021-07-04 15:24:41 main:574] : INFO : Epoch 1830 | loss: 0.0311481 | val_loss: 0.031162 | Time: 1762.06 ms [2021-07-04 15:24:42 main:574] : INFO : Epoch 1831 | loss: 0.0311481 | val_loss: 0.0311615 | Time: 1657.27 ms [2021-07-04 15:24:44 main:574] : INFO : Epoch 1832 | loss: 0.0311452 | val_loss: 0.0311607 | Time: 1734.15 ms [2021-07-04 15:24:46 main:574] : INFO : Epoch 1833 | loss: 0.0311437 | val_loss: 0.0311682 | Time: 1672.93 ms [2021-07-04 15:24:48 main:574] : INFO : Epoch 1834 | loss: 0.0311442 | val_loss: 0.0311614 | Time: 1678.33 ms [2021-07-04 15:24:49 main:574] : INFO : Epoch 1835 | loss: 0.0311419 | val_loss: 0.0311632 | Time: 1722.81 ms [2021-07-04 15:24:51 main:574] : INFO : Epoch 1836 | loss: 0.0311416 | val_loss: 0.0311662 | Time: 1682.5 ms [2021-07-04 15:24:53 main:574] : INFO : Epoch 1837 | loss: 0.0311401 | val_loss: 0.0311622 | Time: 1706.6 ms [2021-07-04 15:24:54 main:574] : INFO : Epoch 1838 | loss: 0.0311399 | val_loss: 0.0311599 | Time: 1707.45 ms [2021-07-04 15:24:57 main:574] : INFO : Epoch 1839 | loss: 0.0311475 | val_loss: 0.0311689 | Time: 2526.86 ms [2021-07-04 15:24:59 main:574] : INFO : Epoch 1840 | loss: 0.0311522 | val_loss: 0.0311657 | Time: 2509.31 ms [2021-07-04 15:25:02 main:574] : INFO : Epoch 1841 | loss: 0.0311466 | val_loss: 0.0311676 | Time: 2472.91 ms [2021-07-04 15:25:04 main:574] : INFO : Epoch 1842 | loss: 0.0311449 | val_loss: 0.031161 | Time: 2469.14 ms [2021-07-04 15:25:07 main:574] : INFO : Epoch 1843 | loss: 0.0311437 | val_loss: 0.0311646 | Time: 2496.49 ms [2021-07-04 15:25:09 main:574] : INFO : Epoch 1844 | loss: 0.0311433 | val_loss: 0.0311696 | Time: 2543.85 ms [2021-07-04 15:25:12 main:574] : INFO : Epoch 1845 | loss: 0.0311429 | val_loss: 0.031165 | Time: 2499.21 ms [2021-07-04 15:25:14 main:574] : INFO : Epoch 1846 | loss: 0.0311409 | val_loss: 0.0311645 | Time: 2507.74 ms [2021-07-04 15:25:17 main:574] : INFO : Epoch 1847 | loss: 0.0311403 | val_loss: 0.0311627 | Time: 2487.78 ms [2021-07-04 15:25:19 main:574] : INFO : Epoch 1848 | loss: 0.0311432 | val_loss: 0.0311612 | Time: 2503.96 ms [2021-07-04 15:25:22 main:574] : INFO : Epoch 1849 | loss: 0.0311427 | val_loss: 0.0311616 | Time: 2530.9 ms [2021-07-04 15:25:25 main:574] : INFO : Epoch 1850 | loss: 0.0311392 | val_loss: 0.031163 | Time: 2555.08 ms [2021-07-04 15:25:27 main:574] : INFO : Epoch 1851 | loss: 0.0311375 | val_loss: 0.0311607 | Time: 2510.36 ms [2021-07-04 15:25:30 main:574] : INFO : Epoch 1852 | loss: 0.0311385 | val_loss: 0.0311656 | Time: 2515.2 ms [2021-07-04 15:25:32 main:574] : INFO : Epoch 1853 | loss: 0.0311387 | val_loss: 0.0311628 | Time: 2553.58 ms [2021-07-04 15:25:35 main:574] : INFO : Epoch 1854 | loss: 0.0311426 | val_loss: 0.0311596 | Time: 2554.93 ms [2021-07-04 15:25:37 main:574] : INFO : Epoch 1855 | loss: 0.0311411 | val_loss: 0.0311643 | Time: 2488.34 ms [2021-07-04 15:25:40 main:574] : INFO : Epoch 1856 | loss: 0.0311424 | val_loss: 0.0311617 | Time: 2478.08 ms [2021-07-04 15:25:42 main:574] : INFO : Epoch 1857 | loss: 0.0311421 | val_loss: 0.0311632 | Time: 2447.07 ms [2021-07-04 15:25:45 main:574] : INFO : Epoch 1858 | loss: 0.0311424 | val_loss: 0.0311637 | Time: 2532.89 ms [2021-07-04 15:25:47 main:574] : INFO : Epoch 1859 | loss: 0.0311406 | val_loss: 0.0311632 | Time: 2501.92 ms [2021-07-04 15:25:50 main:574] : INFO : Epoch 1860 | loss: 0.0311393 | val_loss: 0.0311635 | Time: 2580.56 ms [2021-07-04 15:25:52 main:574] : INFO : Epoch 1861 | loss: 0.0311385 | val_loss: 0.0311651 | Time: 2492.37 ms [2021-07-04 15:25:55 main:574] : INFO : Epoch 1862 | loss: 0.0311394 | val_loss: 0.031162 | Time: 2510.49 ms [2021-07-04 15:25:57 main:574] : INFO : Epoch 1863 | loss: 0.0311402 | val_loss: 0.0311625 | Time: 2460.17 ms [2021-07-04 15:26:00 main:574] : INFO : Epoch 1864 | loss: 0.0311397 | val_loss: 0.0311631 | Time: 2488.4 ms [2021-07-04 15:26:02 main:574] : INFO : Epoch 1865 | loss: 0.0311446 | val_loss: 0.0311632 | Time: 2530.88 ms [2021-07-04 15:26:05 main:574] : INFO : Epoch 1866 | loss: 0.0311431 | val_loss: 0.0311622 | Time: 2452.9 ms [2021-07-04 15:26:07 main:574] : INFO : Epoch 1867 | loss: 0.031142 | val_loss: 0.0311639 | Time: 2471.13 ms [2021-07-04 15:26:10 main:574] : INFO : Epoch 1868 | loss: 0.0311411 | val_loss: 0.0311661 | Time: 2533.65 ms [2021-07-04 15:26:12 main:574] : INFO : Epoch 1869 | loss: 0.0311414 | val_loss: 0.031178 | Time: 2558.94 ms [2021-07-04 15:26:15 main:574] : INFO : Epoch 1870 | loss: 0.0311446 | val_loss: 0.0311761 | Time: 2531.78 ms [2021-07-04 15:26:17 main:574] : INFO : Epoch 1871 | loss: 0.0311452 | val_loss: 0.0311695 | Time: 2521.79 ms [2021-07-04 15:26:20 main:574] : INFO : Epoch 1872 | loss: 0.0311393 | val_loss: 0.0311669 | Time: 2539.62 ms [2021-07-04 15:26:22 main:574] : INFO : Epoch 1873 | loss: 0.0311381 | val_loss: 0.0311682 | Time: 2510.3 ms [2021-07-04 15:26:25 main:574] : INFO : Epoch 1874 | loss: 0.0311363 | val_loss: 0.0311652 | Time: 2504.81 ms [2021-07-04 15:26:27 main:574] : INFO : Epoch 1875 | loss: 0.0311365 | val_loss: 0.0311672 | Time: 2524 ms [2021-07-04 15:26:30 main:574] : INFO : Epoch 1876 | loss: 0.0311387 | val_loss: 0.0311644 | Time: 2550.61 ms [2021-07-04 15:26:33 main:574] : INFO : Epoch 1877 | loss: 0.0311391 | val_loss: 0.0311655 | Time: 2499.16 ms [2021-07-04 15:26:35 main:574] : INFO : Epoch 1878 | loss: 0.031138 | val_loss: 0.0311636 | Time: 2596.6 ms [2021-07-04 15:26:38 main:574] : INFO : Epoch 1879 | loss: 0.0311392 | val_loss: 0.0311612 | Time: 2576.55 ms [2021-07-04 15:26:40 main:574] : INFO : Epoch 1880 | loss: 0.0311397 | val_loss: 0.031176 | Time: 2490.63 ms [2021-07-04 15:26:43 main:574] : INFO : Epoch 1881 | loss: 0.0311429 | val_loss: 0.031161 | Time: 2550.67 ms [2021-07-04 15:26:45 main:574] : INFO : Epoch 1882 | loss: 0.0311351 | val_loss: 0.0311612 | Time: 2506.34 ms [2021-07-04 15:26:48 main:574] : INFO : Epoch 1883 | loss: 0.0311347 | val_loss: 0.0311654 | Time: 2499.99 ms [2021-07-04 15:26:50 main:574] : INFO : Epoch 1884 | loss: 0.0311349 | val_loss: 0.031169 | Time: 2510.76 ms [2021-07-04 15:26:53 main:574] : INFO : Epoch 1885 | loss: 0.0311347 | val_loss: 0.031166 | Time: 2512.94 ms [2021-07-04 15:26:55 main:574] : INFO : Epoch 1886 | loss: 0.0311349 | val_loss: 0.0311713 | Time: 2508.06 ms [2021-07-04 15:26:58 main:574] : INFO : Epoch 1887 | loss: 0.0311411 | val_loss: 0.0311692 | Time: 2517.22 ms [2021-07-04 15:27:00 main:574] : INFO : Epoch 1888 | loss: 0.0311428 | val_loss: 0.0311692 | Time: 2516.5 ms [2021-07-04 15:27:03 main:574] : INFO : Epoch 1889 | loss: 0.0311408 | val_loss: 0.0311659 | Time: 2554.34 ms [2021-07-04 15:27:05 main:574] : INFO : Epoch 1890 | loss: 0.0311379 | val_loss: 0.0311671 | Time: 2547.62 ms [2021-07-04 15:27:08 main:574] : INFO : Epoch 1891 | loss: 0.0311405 | val_loss: 0.031165 | Time: 2514.92 ms [2021-07-04 15:27:11 main:574] : INFO : Epoch 1892 | loss: 0.0311384 | val_loss: 0.031164 | Time: 2557.69 ms [2021-07-04 15:27:13 main:574] : INFO : Epoch 1893 | loss: 0.0311388 | val_loss: 0.0311764 | Time: 2530.77 ms [2021-07-04 15:27:16 main:574] : INFO : Epoch 1894 | loss: 0.0311381 | val_loss: 0.031172 | Time: 2571.73 ms [2021-07-04 15:27:18 main:574] : INFO : Epoch 1895 | loss: 0.0311355 | val_loss: 0.0311687 | Time: 2586.77 ms [2021-07-04 15:27:21 main:574] : INFO : Epoch 1896 | loss: 0.0311372 | val_loss: 0.0311636 | Time: 2472.74 ms [2021-07-04 15:27:23 main:574] : INFO : Epoch 1897 | loss: 0.0311377 | val_loss: 0.0311666 | Time: 2500.66 ms [2021-07-04 15:27:26 main:574] : INFO : Epoch 1898 | loss: 0.0311364 | val_loss: 0.0311643 | Time: 2514.51 ms [2021-07-04 15:27:28 main:574] : INFO : Epoch 1899 | loss: 0.0311359 | val_loss: 0.0311649 | Time: 2515.87 ms [2021-07-04 15:27:31 main:574] : INFO : Epoch 1900 | loss: 0.0311372 | val_loss: 0.0311677 | Time: 2552.77 ms [2021-07-04 15:27:33 main:574] : INFO : Epoch 1901 | loss: 0.0311366 | val_loss: 0.0311654 | Time: 2422.29 ms [2021-07-04 15:27:36 main:574] : INFO : Epoch 1902 | loss: 0.0311356 | val_loss: 0.0311645 | Time: 2487.22 ms [2021-07-04 15:27:38 main:574] : INFO : Epoch 1903 | loss: 0.0311345 | val_loss: 0.0311664 | Time: 2511.97 ms [2021-07-04 15:27:41 main:574] : INFO : Epoch 1904 | loss: 0.0311353 | val_loss: 0.0311732 | Time: 2515 ms [2021-07-04 15:27:43 main:574] : INFO : Epoch 1905 | loss: 0.031142 | val_loss: 0.0311714 | Time: 2480.22 ms [2021-07-04 15:27:46 main:574] : INFO : Epoch 1906 | loss: 0.0311391 | val_loss: 0.0311682 | Time: 2550.45 ms [2021-07-04 15:27:48 main:574] : INFO : Epoch 1907 | loss: 0.0311378 | val_loss: 0.031168 | Time: 2593.01 ms [2021-07-04 15:27:51 main:574] : INFO : Epoch 1908 | loss: 0.031136 | val_loss: 0.0311693 | Time: 2499.04 ms [2021-07-04 15:27:53 main:574] : INFO : Epoch 1909 | loss: 0.0311368 | val_loss: 0.0311684 | Time: 2527.12 ms [2021-07-04 15:27:56 main:574] : INFO : Epoch 1910 | loss: 0.0311397 | val_loss: 0.031172 | Time: 2554.33 ms [2021-07-04 15:27:59 main:574] : INFO : Epoch 1911 | loss: 0.0311369 | val_loss: 0.0311714 | Time: 2599.65 ms [2021-07-04 15:28:01 main:574] : INFO : Epoch 1912 | loss: 0.0311375 | val_loss: 0.0311708 | Time: 2545.7 ms [2021-07-04 15:28:04 main:574] : INFO : Epoch 1913 | loss: 0.0311362 | val_loss: 0.0311735 | Time: 2535.77 ms [2021-07-04 15:28:06 main:574] : INFO : Epoch 1914 | loss: 0.0311507 | val_loss: 0.0311677 | Time: 2507.2 ms [2021-07-04 15:28:09 main:574] : INFO : Epoch 1915 | loss: 0.0311555 | val_loss: 0.031168 | Time: 2474.14 ms [2021-07-04 15:28:11 main:574] : INFO : Epoch 1916 | loss: 0.0311549 | val_loss: 0.0311684 | Time: 2539.08 ms [2021-07-04 15:28:14 main:574] : INFO : Epoch 1917 | loss: 0.0311502 | val_loss: 0.0311621 | Time: 2494.54 ms [2021-07-04 15:28:16 main:574] : INFO : Epoch 1918 | loss: 0.0311468 | val_loss: 0.0311636 | Time: 2527.38 ms [2021-07-04 15:28:19 main:574] : INFO : Epoch 1919 | loss: 0.0311459 | val_loss: 0.0311649 | Time: 2558.06 ms [2021-07-04 15:28:21 main:574] : INFO : Epoch 1920 | loss: 0.0311449 | val_loss: 0.0311695 | Time: 2541.22 ms [2021-07-04 15:28:24 main:574] : INFO : Epoch 1921 | loss: 0.0311421 | val_loss: 0.0311673 | Time: 2422.16 ms [2021-07-04 15:28:26 main:574] : INFO : Epoch 1922 | loss: 0.0311399 | val_loss: 0.0311658 | Time: 2470.25 ms [2021-07-04 15:28:29 main:574] : INFO : Epoch 1923 | loss: 0.0311416 | val_loss: 0.0311761 | Time: 2414.91 ms [2021-07-04 15:28:31 main:574] : INFO : Epoch 1924 | loss: 0.0311389 | val_loss: 0.0311633 | Time: 2521.91 ms [2021-07-04 15:28:34 main:574] : INFO : Epoch 1925 | loss: 0.031137 | val_loss: 0.0311636 | Time: 2533.54 ms [2021-07-04 15:28:36 main:574] : INFO : Epoch 1926 | loss: 0.0311354 | val_loss: 0.0311662 | Time: 2402.58 ms [2021-07-04 15:28:39 main:574] : INFO : Epoch 1927 | loss: 0.0311356 | val_loss: 0.0311662 | Time: 2449.25 ms [2021-07-04 15:28:41 main:574] : INFO : Epoch 1928 | loss: 0.0311369 | val_loss: 0.031169 | Time: 2545.28 ms [2021-07-04 15:28:44 main:574] : INFO : Epoch 1929 | loss: 0.0311375 | val_loss: 0.0311694 | Time: 2511.33 ms [2021-07-04 15:28:46 main:574] : INFO : Epoch 1930 | loss: 0.0311411 | val_loss: 0.0311676 | Time: 2497.5 ms [2021-07-04 15:28:49 main:574] : INFO : Epoch 1931 | loss: 0.031139 | val_loss: 0.0311653 | Time: 2518.6 ms [2021-07-04 15:28:51 main:574] : INFO : Epoch 1932 | loss: 0.0311363 | val_loss: 0.031166 | Time: 2510.71 ms [2021-07-04 15:28:54 main:574] : INFO : Epoch 1933 | loss: 0.0311405 | val_loss: 0.0311641 | Time: 2525.79 ms [2021-07-04 15:28:56 main:574] : INFO : Epoch 1934 | loss: 0.0311414 | val_loss: 0.0311731 | Time: 2502.44 ms [2021-07-04 15:28:59 main:574] : INFO : Epoch 1935 | loss: 0.031139 | val_loss: 0.0311711 | Time: 2508.68 ms [2021-07-04 15:29:01 main:574] : INFO : Epoch 1936 | loss: 0.0311382 | val_loss: 0.0311651 | Time: 2515.52 ms [2021-07-04 15:29:04 main:574] : INFO : Epoch 1937 | loss: 0.0311385 | val_loss: 0.0311673 | Time: 2561.48 ms [2021-07-04 15:29:06 main:574] : INFO : Epoch 1938 | loss: 0.0311384 | val_loss: 0.0311764 | Time: 2479.04 ms [2021-07-04 15:29:09 main:574] : INFO : Epoch 1939 | loss: 0.0311509 | val_loss: 0.0311637 | Time: 2535.5 ms [2021-07-04 15:29:11 main:574] : INFO : Epoch 1940 | loss: 0.0311501 | val_loss: 0.031164 | Time: 2490.1 ms [2021-07-04 15:29:14 main:574] : INFO : Epoch 1941 | loss: 0.0311478 | val_loss: 0.0311696 | Time: 2561.07 ms [2021-07-04 15:29:17 main:574] : INFO : Epoch 1942 | loss: 0.0311464 | val_loss: 0.0311642 | Time: 2572.92 ms [2021-07-04 15:29:19 main:574] : INFO : Epoch 1943 | loss: 0.0311409 | val_loss: 0.0311632 | Time: 2513.39 ms [2021-07-04 15:29:22 main:574] : INFO : Epoch 1944 | loss: 0.0311406 | val_loss: 0.0311651 | Time: 2519.05 ms [2021-07-04 15:29:24 main:574] : INFO : Epoch 1945 | loss: 0.0311393 | val_loss: 0.0311674 | Time: 2419.22 ms [2021-07-04 15:29:27 main:574] : INFO : Epoch 1946 | loss: 0.0311421 | val_loss: 0.0311629 | Time: 2484.98 ms [2021-07-04 15:29:29 main:574] : INFO : Epoch 1947 | loss: 0.0311388 | val_loss: 0.0311643 | Time: 2564.55 ms [2021-07-04 15:29:32 main:574] : INFO : Epoch 1948 | loss: 0.031137 | val_loss: 0.0311678 | Time: 2447.34 ms [2021-07-04 15:29:34 main:574] : INFO : Epoch 1949 | loss: 0.0311355 | val_loss: 0.0311654 | Time: 2549.82 ms [2021-07-04 15:29:37 main:574] : INFO : Epoch 1950 | loss: 0.031138 | val_loss: 0.0311666 | Time: 2470.35 ms [2021-07-04 15:29:39 main:574] : INFO : Epoch 1951 | loss: 0.0311397 | val_loss: 0.0311632 | Time: 2544.03 ms [2021-07-04 15:29:42 main:574] : INFO : Epoch 1952 | loss: 0.0311397 | val_loss: 0.0311662 | Time: 2530.74 ms [2021-07-04 15:29:44 main:574] : INFO : Epoch 1953 | loss: 0.0311372 | val_loss: 0.0311658 | Time: 2514.44 ms [2021-07-04 15:29:47 main:574] : INFO : Epoch 1954 | loss: 0.0311385 | val_loss: 0.0311689 | Time: 2511.62 ms [2021-07-04 15:29:49 main:574] : INFO : Epoch 1955 | loss: 0.0311371 | val_loss: 0.0311652 | Time: 2435.08 ms [2021-07-04 15:29:52 main:574] : INFO : Epoch 1956 | loss: 0.0311334 | val_loss: 0.0311664 | Time: 2478.51 ms [2021-07-04 15:29:54 main:574] : INFO : Epoch 1957 | loss: 0.0311335 | val_loss: 0.0311676 | Time: 2462.49 ms [2021-07-04 15:29:57 main:574] : INFO : Epoch 1958 | loss: 0.031134 | val_loss: 0.031168 | Time: 2499.99 ms [2021-07-04 15:29:59 main:574] : INFO : Epoch 1959 | loss: 0.0311323 | val_loss: 0.0311668 | Time: 2441.14 ms [2021-07-04 15:30:02 main:574] : INFO : Epoch 1960 | loss: 0.0311396 | val_loss: 0.0311698 | Time: 2496.15 ms [2021-07-04 15:30:04 main:574] : INFO : Epoch 1961 | loss: 0.0311367 | val_loss: 0.031167 | Time: 2501.29 ms [2021-07-04 15:30:07 main:574] : INFO : Epoch 1962 | loss: 0.0311353 | val_loss: 0.0311656 | Time: 2514.97 ms [2021-07-04 15:30:09 main:574] : INFO : Epoch 1963 | loss: 0.0311329 | val_loss: 0.0311678 | Time: 2532.81 ms [2021-07-04 15:30:12 main:574] : INFO : Epoch 1964 | loss: 0.0311323 | val_loss: 0.03117 | Time: 2513.05 ms [2021-07-04 15:30:14 main:574] : INFO : Epoch 1965 | loss: 0.0311359 | val_loss: 0.0311709 | Time: 2556.06 ms [2021-07-04 15:30:17 main:574] : INFO : Epoch 1966 | loss: 0.0311352 | val_loss: 0.0311716 | Time: 2497.84 ms [2021-07-04 15:30:19 main:574] : INFO : Epoch 1967 | loss: 0.0311322 | val_loss: 0.0311728 | Time: 2459.42 ms [2021-07-04 15:30:22 main:574] : INFO : Epoch 1968 | loss: 0.0311346 | val_loss: 0.0311709 | Time: 2560.74 ms [2021-07-04 15:30:24 main:574] : INFO : Epoch 1969 | loss: 0.0311321 | val_loss: 0.0311727 | Time: 2480.94 ms [2021-07-04 15:30:27 main:574] : INFO : Epoch 1970 | loss: 0.0311336 | val_loss: 0.0311665 | Time: 2504.35 ms [2021-07-04 15:30:29 main:574] : INFO : Epoch 1971 | loss: 0.0311346 | val_loss: 0.0311655 | Time: 2487.64 ms [2021-07-04 15:30:32 main:574] : INFO : Epoch 1972 | loss: 0.0311334 | val_loss: 0.0311694 | Time: 2528.86 ms [2021-07-04 15:30:34 main:574] : INFO : Epoch 1973 | loss: 0.0311335 | val_loss: 0.0311706 | Time: 2594.77 ms [2021-07-04 15:30:37 main:574] : INFO : Epoch 1974 | loss: 0.0311356 | val_loss: 0.0311694 | Time: 2509.24 ms [2021-07-04 15:30:39 main:574] : INFO : Epoch 1975 | loss: 0.0311335 | val_loss: 0.0311642 | Time: 2538.87 ms [2021-07-04 15:30:42 main:574] : INFO : Epoch 1976 | loss: 0.0311299 | val_loss: 0.0311675 | Time: 2541.76 ms [2021-07-04 15:30:44 main:574] : INFO : Epoch 1977 | loss: 0.031134 | val_loss: 0.0311642 | Time: 2518.8 ms [2021-07-04 15:30:47 main:574] : INFO : Epoch 1978 | loss: 0.0311338 | val_loss: 0.0311643 | Time: 2555.35 ms [2021-07-04 15:30:50 main:574] : INFO : Epoch 1979 | loss: 0.0311317 | val_loss: 0.0311648 | Time: 2564.79 ms [2021-07-04 15:30:52 main:574] : INFO : Epoch 1980 | loss: 0.0311359 | val_loss: 0.0311696 | Time: 2545.68 ms [2021-07-04 15:30:55 main:574] : INFO : Epoch 1981 | loss: 0.0311341 | val_loss: 0.0311652 | Time: 2535.29 ms [2021-07-04 15:30:57 main:574] : INFO : Epoch 1982 | loss: 0.0311377 | val_loss: 0.0311651 | Time: 2510.14 ms [2021-07-04 15:31:00 main:574] : INFO : Epoch 1983 | loss: 0.031135 | val_loss: 0.0311596 | Time: 2509.07 ms [2021-07-04 15:31:02 main:574] : INFO : Epoch 1984 | loss: 0.0311341 | val_loss: 0.0311628 | Time: 2478.28 ms [2021-07-04 15:31:05 main:574] : INFO : Epoch 1985 | loss: 0.0311356 | val_loss: 0.0311675 | Time: 2549.34 ms [2021-07-04 15:31:07 main:574] : INFO : Epoch 1986 | loss: 0.0311489 | val_loss: 0.0311629 | Time: 2449.71 ms [2021-07-04 15:31:10 main:574] : INFO : Epoch 1987 | loss: 0.0311475 | val_loss: 0.0311668 | Time: 2589.51 ms [2021-07-04 15:31:12 main:574] : INFO : Epoch 1988 | loss: 0.0311428 | val_loss: 0.0311611 | Time: 2605.5 ms [2021-07-04 15:31:15 main:574] : INFO : Epoch 1989 | loss: 0.031141 | val_loss: 0.0311622 | Time: 2557.02 ms [2021-07-04 15:31:18 main:574] : INFO : Epoch 1990 | loss: 0.0311388 | val_loss: 0.0311642 | Time: 2560.52 ms [2021-07-04 15:31:20 main:574] : INFO : Epoch 1991 | loss: 0.0311378 | val_loss: 0.0311615 | Time: 2545.91 ms [2021-07-04 15:31:23 main:574] : INFO : Epoch 1992 | loss: 0.0311383 | val_loss: 0.0311646 | Time: 2522.41 ms [2021-07-04 15:31:25 main:574] : INFO : Epoch 1993 | loss: 0.0311378 | val_loss: 0.0311655 | Time: 2456.43 ms [2021-07-04 15:31:28 main:574] : INFO : Epoch 1994 | loss: 0.0311352 | val_loss: 0.0311636 | Time: 2553.67 ms [2021-07-04 15:31:30 main:574] : INFO : Epoch 1995 | loss: 0.0311358 | val_loss: 0.0311647 | Time: 2495.03 ms [2021-07-04 15:31:33 main:574] : INFO : Epoch 1996 | loss: 0.0311361 | val_loss: 0.0311647 | Time: 2468.89 ms [2021-07-04 15:31:35 main:574] : INFO : Epoch 1997 | loss: 0.0311358 | val_loss: 0.0311647 | Time: 2545.73 ms [2021-07-04 15:31:38 main:574] : INFO : Epoch 1998 | loss: 0.0311353 | val_loss: 0.0311641 | Time: 2544.29 ms [2021-07-04 15:31:40 main:574] : INFO : Epoch 1999 | loss: 0.0311373 | val_loss: 0.0311669 | Time: 2558.63 ms [2021-07-04 15:31:43 main:574] : INFO : Epoch 2000 | loss: 0.0311393 | val_loss: 0.0311701 | Time: 2440.81 ms [2021-07-04 15:31:45 main:574] : INFO : Epoch 2001 | loss: 0.0311373 | val_loss: 0.0311636 | Time: 2520.05 ms [2021-07-04 15:31:48 main:574] : INFO : Epoch 2002 | loss: 0.0311365 | val_loss: 0.0311692 | Time: 2536.03 ms [2021-07-04 15:31:50 main:574] : INFO : Epoch 2003 | loss: 0.031136 | val_loss: 0.0311638 | Time: 2534.84 ms [2021-07-04 15:31:53 main:574] : INFO : Epoch 2004 | loss: 0.0311371 | val_loss: 0.0311608 | Time: 2646.2 ms [2021-07-04 15:31:56 main:574] : INFO : Epoch 2005 | loss: 0.0311413 | val_loss: 0.0311678 | Time: 2603.47 ms [2021-07-04 15:31:58 main:574] : INFO : Epoch 2006 | loss: 0.0311504 | val_loss: 0.031166 | Time: 2503.76 ms [2021-07-04 15:32:01 main:574] : INFO : Epoch 2007 | loss: 0.0311478 | val_loss: 0.0311633 | Time: 2486.67 ms [2021-07-04 15:32:03 main:574] : INFO : Epoch 2008 | loss: 0.0311445 | val_loss: 0.0311602 | Time: 2521.06 ms [2021-07-04 15:32:06 main:574] : INFO : Epoch 2009 | loss: 0.0311435 | val_loss: 0.0311587 | Time: 2568.99 ms [2021-07-04 15:32:08 main:574] : INFO : Epoch 2010 | loss: 0.0311422 | val_loss: 0.0311655 | Time: 2455.57 ms [2021-07-04 15:32:11 main:574] : INFO : Epoch 2011 | loss: 0.0311419 | val_loss: 0.0311617 | Time: 2563.96 ms [2021-07-04 15:32:13 main:574] : INFO : Epoch 2012 | loss: 0.0311412 | val_loss: 0.0311646 | Time: 2572.63 ms [2021-07-04 15:32:16 main:574] : INFO : Epoch 2013 | loss: 0.031139 | val_loss: 0.0311591 | Time: 2482.52 ms [2021-07-04 15:32:18 main:574] : INFO : Epoch 2014 | loss: 0.0311378 | val_loss: 0.0311605 | Time: 2585.74 ms [2021-07-04 15:32:21 main:574] : INFO : Epoch 2015 | loss: 0.0311387 | val_loss: 0.0311616 | Time: 2523.84 ms [2021-07-04 15:32:23 main:574] : INFO : Epoch 2016 | loss: 0.0311414 | val_loss: 0.0311602 | Time: 2493.99 ms [2021-07-04 15:32:26 main:574] : INFO : Epoch 2017 | loss: 0.0311412 | val_loss: 0.0311679 | Time: 2612.94 ms [2021-07-04 15:32:29 main:574] : INFO : Epoch 2018 | loss: 0.0311422 | val_loss: 0.0311657 | Time: 2535.34 ms [2021-07-04 15:32:31 main:574] : INFO : Epoch 2019 | loss: 0.0311392 | val_loss: 0.0311616 | Time: 2539.19 ms [2021-07-04 15:32:34 main:574] : INFO : Epoch 2020 | loss: 0.0311378 | val_loss: 0.0311623 | Time: 2558.51 ms [2021-07-04 15:32:36 main:574] : INFO : Epoch 2021 | loss: 0.0311375 | val_loss: 0.0311627 | Time: 2472.47 ms [2021-07-04 15:32:39 main:574] : INFO : Epoch 2022 | loss: 0.0311377 | val_loss: 0.0311624 | Time: 2466.04 ms [2021-07-04 15:32:41 main:574] : INFO : Epoch 2023 | loss: 0.0311411 | val_loss: 0.0311603 | Time: 2456.37 ms [2021-07-04 15:32:44 main:574] : INFO : Epoch 2024 | loss: 0.0311406 | val_loss: 0.031158 | Time: 2518.2 ms [2021-07-04 15:32:46 main:574] : INFO : Epoch 2025 | loss: 0.031138 | val_loss: 0.031162 | Time: 2533.54 ms [2021-07-04 15:32:49 main:574] : INFO : Epoch 2026 | loss: 0.0311372 | val_loss: 0.0311637 | Time: 2517.14 ms [2021-07-04 15:32:51 main:574] : INFO : Epoch 2027 | loss: 0.0311364 | val_loss: 0.0311603 | Time: 2457.95 ms [2021-07-04 15:32:54 main:574] : INFO : Epoch 2028 | loss: 0.0311369 | val_loss: 0.0311628 | Time: 2544.5 ms [2021-07-04 15:32:56 main:574] : INFO : Epoch 2029 | loss: 0.0311377 | val_loss: 0.031159 | Time: 2437.9 ms [2021-07-04 15:32:59 main:574] : INFO : Epoch 2030 | loss: 0.031139 | val_loss: 0.0311613 | Time: 2485.3 ms [2021-07-04 15:33:01 main:574] : INFO : Epoch 2031 | loss: 0.0311461 | val_loss: 0.0311655 | Time: 2531.12 ms [2021-07-04 15:33:04 main:574] : INFO : Epoch 2032 | loss: 0.0311462 | val_loss: 0.0311629 | Time: 2577.71 ms [2021-07-04 15:33:06 main:574] : INFO : Epoch 2033 | loss: 0.0311455 | val_loss: 0.0311642 | Time: 2453.12 ms [2021-07-04 15:33:09 main:574] : INFO : Epoch 2034 | loss: 0.0311481 | val_loss: 0.0311664 | Time: 2438.55 ms [2021-07-04 15:33:11 main:574] : INFO : Epoch 2035 | loss: 0.0311475 | val_loss: 0.0311614 | Time: 2545.16 ms [2021-07-04 15:33:14 main:574] : INFO : Epoch 2036 | loss: 0.0311484 | val_loss: 0.0311664 | Time: 2522.62 ms [2021-07-04 15:33:16 main:574] : INFO : Epoch 2037 | loss: 0.0311495 | val_loss: 0.0311619 | Time: 2546.58 ms [2021-07-04 15:33:19 main:574] : INFO : Epoch 2038 | loss: 0.0311472 | val_loss: 0.0311645 | Time: 2508.97 ms [2021-07-04 15:33:21 main:574] : INFO : Epoch 2039 | loss: 0.0311486 | val_loss: 0.0311617 | Time: 2593.62 ms [2021-07-04 15:33:24 main:574] : INFO : Epoch 2040 | loss: 0.0311475 | val_loss: 0.0311604 | Time: 2433.9 ms [2021-07-04 15:33:26 main:574] : INFO : Epoch 2041 | loss: 0.0311469 | val_loss: 0.0311608 | Time: 2506.85 ms [2021-07-04 15:33:29 main:574] : INFO : Epoch 2042 | loss: 0.0311447 | val_loss: 0.031159 | Time: 2442.72 ms [2021-07-04 15:33:31 main:574] : INFO : Epoch 2043 | loss: 0.0311439 | val_loss: 0.0311586 | Time: 2543.8 ms [2021-07-04 15:33:34 main:574] : INFO : Epoch 2044 | loss: 0.0311433 | val_loss: 0.0311616 | Time: 2469.78 ms [2021-07-04 15:33:36 main:574] : INFO : Epoch 2045 | loss: 0.0311434 | val_loss: 0.0311608 | Time: 2512.56 ms [2021-07-04 15:33:39 main:574] : INFO : Epoch 2046 | loss: 0.0311444 | val_loss: 0.031158 | Time: 2537.52 ms [2021-07-04 15:33:41 main:574] : INFO : Epoch 2047 | loss: 0.031153 | val_loss: 0.031159 | Time: 2535.16 ms [2021-07-04 15:33:44 main:574] : INFO : Epoch 2048 | loss: 0.0311527 | val_loss: 0.031159 | Time: 2439.53 ms [2021-07-04 15:33:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031159 [2021-07-04 15:33:44 main:603] : INFO : Saving end state to config to file [2021-07-04 15:33:44 main:608] : INFO : Success, exiting.. 15:33:44 (40240): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)